The goal of the winter school is to introduce ideas and techniques from geometry, probability and analysis, with emphasis on a high dimensional setting. The interplay between these areas addresses geometric and probabilistic properties of finite dimensional objects, studying their behavior when the dimension, or a number of other relevant free parameters, grows to infinity. The lectures are mainly directed at PhD students and postdocs.